A new class activation functions with application in the theory of impulse technics

Nikolay KYURKCHİEV

doi:https://doi.org/10.33187/jmsm.421392

Makale detayları

A new class activation functions with application in the theory of impulse technics

Yazarlar:

Nikolay KYURKCHİEV

Yayıncı:

Mahmut AKYİĞİT

Ana Başlıklar:

Matematik

Dergi:

Journal of Mathematical Sciences and Modelling 2018 Vol.1 Issue 1, pp.15-20

Belge Tipi:

Makale

Yayın Tarihi:

5/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000486732

Sıklık:

Aylık

pISSN:

2636-8692

DOI:

https://doi.org/10.33187/jmsm.421392

Özet:

 


In this note we define the new activation functions, based on the well-known hyperbolic tangent and half--hyperbolic tangent activation functions. We consider the Hausdorff distance between the ''double step'' function σ∗(t)σ∗(t)\sigma^{\ast}(t) (resp. function σ∗∗(t)σ∗∗(t)\sigma^{\ast \ast}(t)) and the new classes of activation functions. The results have independent significance in the study of issues related to neural networks and impulse techniques. Numerical examples, illustrating our results are presented using programming environment Mathematica.

.

Makale detayları

A new class activation functions with application in the theory of impulse technics

Yazarlar: Nikolay KYURKCHİEV

Yayıncı: Mahmut AKYİĞİT

Ana Başlıklar: Matematik

Dergi: Journal of Mathematical Sciences and Modelling 2018 Vol.1 Issue 1, pp.15-20

Belge Tipi: Makale

Yayın Tarihi: 5/2018

Belge Dili: İngilizce

Document ID (Org No.): 2000486732

Sıklık: Aylık

pISSN: 2636-8692

DOI: https://doi.org/10.33187/jmsm.421392

Sayı

Yazarlar:

Nikolay KYURKCHİEV

Yayıncı:

Mahmut AKYİĞİT

Ana Başlıklar:

Matematik

Dergi:

Journal of Mathematical Sciences and Modelling 2018 Vol.1 Issue 1, pp.15-20

Belge Tipi:

Makale

Yayın Tarihi:

5/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000486732

Sıklık:

Aylık

pISSN:

2636-8692

DOI:

https://doi.org/10.33187/jmsm.421392